Niklas Linde

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Top Venues

Comput. Geosci.

SIAM/ASA J. Uncertain. Quantification

Publications

Roberto Miele, Shiran Levy, Niklas Linde, Amilcar Soares, Leonardo Azevedo
Deep generative networks for multivariate fullstack seismic data inversion using inverse autoregressive flows. Comput. Geosci. 188 (2024)
Shiran Levy, Lea Friedli, Grégoire Mariéthoz, Niklas Linde
Conditioning of multiple-point statistics simulations to indirect geophysical data. Comput. Geosci. 187 (2024)
Giovanni Angelo Meles, Macarena Amaya, Shiran Levy, Stefano Marelli, Niklas Linde
Efficient Bayesian travel-time tomography with geologically-complex priors using sensitivity-informed polynomial chaos expansion and deep generative networks. CoRR (2023)
Shiran Levy, Eric Laloy, Niklas Linde
Variational Bayesian inference with complex geostatistical priors using inverse autoregressive flows. Comput. Geosci. 171 (2023)
Cédric Travelletti, David Ginsbourger, Niklas Linde
Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors. SIAM/ASA J. Uncertain. Quantification 11 (1) (2023)
Eliane Maalouf, David Ginsbourger, Niklas Linde
Fast ABC with Joint Generative Modelling and Subset Simulation. LOD (2021)
Eliane Maalouf, David Ginsbourger, Niklas Linde
Fast ABC with joint generative modelling and subset simulation. CoRR (2021)
Cédric Travelletti, David Ginsbourger, Niklas Linde
Uncertainty Quantification and Experimental Design for large-scale linear Inverse Problems under Gaussian Process Priors. CoRR (2021)
Eric Laloy, Niklas Linde, Cyprien Ruffino, Romain Hérault, Gilles Gasso, Diederik Jacques
Gradient-based deterministic inversion of geophysical data with generative adversarial networks: Is it feasible? Comput. Geosci. 133 (2019)
Eric Laloy, Romain Hérault, Diederik Jacques, Niklas Linde
Efficient training-image based geostatistical simulation and inversion using a spatial generative adversarial neural network. CoRR (2017)
Grégoire Mariethoz, Niklas Linde, Damien Jougnot, Hassan Rezaee
Feature-preserving interpolation and filtering of environmental time series. Environ. Model. Softw. 72 (2015)